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Diagnosis of Neurological Disorders Based on Deep Learning Techniques  Empty Diagnosis of Neurological Disorders Based on Deep Learning Techniques

Jue Mar 16, 2023 5:59 pm

Diagnosis of Neurological Disorders Based on Deep Learning Techniques  75a63dda7ace0501c8b90a4e5f018847
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pdf | 6.25 MB | English | Isbn:‎ 1032325232 | Author: Jyotismita Chaki | Year: 2023
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Description:
This book is based on deep learning approaches used for the diagnosis of neurological disorders, including basics of deep learning algorithms using diagrams, data tables, and practical examples, for diagnosis of neurodegenerative and neurodevelopmental disorders. It includes application of feed-forward neural networks, deep generative models, convolutional neural networks, graph convolutional networks, and recurrent neural networks in the field of diagnosis of neurological disorders. Along with this, data preprocessing including scaling, correction, trimming, and normalization is also included.

[*] Offers a detailed description of the deep learning approaches used for the diagnosis of neurological disorders.

[*] Demonstrates concepts of deep learning algorithms using diagrams, data tables, and examples for the diagnosis of neurodegenerative, neurodevelopmental, and psychiatric disorders.

[*] Helps build, train, and deploy different types of deep architectures for diagnosis.

[*] Explores data preprocessing techniques involved in diagnosis.

[*] Includes real-time case studies and examples.

This book is aimed at graduate students and researchers in biomedical imaging and machine learning.


Diagnosis of Neurological Disorders Based on Deep Learning Techniques  82292ccf29364dd9131c066a6b966a81

https://rapidgator.net/file/f743c6c4fe940b3f4e718026e821cfed/

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